1334 search results - page 13 / 267 » Composite kernel learning |
146
click to vote
EMNLP
2007
15 years 3 months ago
2007
This paper proposes a tree kernel with contextsensitive structured parse tree information for relation extraction. It resolves two critical problems in previous tree kernels for r...
114
Voted
ISCAPDCS
2003
15 years 3 months ago
2003
Kernel coupling refers to the effect that kernel i has on kernel j in relation to running each kernel in isolation. The two kernels can correspond to adjacent kernels or a chain ...
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
Kernel methods have gained a great deal of popularity in the machine learning community as a method to learn indirectly in highdimensional feature spaces. Those interested in rela...
118
click to vote
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Many applications in text and speech processing require the analysis of distributions of variable-length sequences. We recently introduced a general kernel framework, rational ker...
113
Voted
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
Learning from structured data is becoming increasingly important. However, most prior work on kernel methods has focused on learning from attribute-value data. Only recently, rese...